The relationships among the Big Five Personality factors, self-esteem, narcissism, and sensation-seeking to Chinese University students’ uses of social networking sites (SNSs)

Social media addiction and personality dimensions among Tunisian medical students

Purpose

Social media (SM) has become a common activity for today's young people. It is sometimes overused and potentially results in SM addiction. This study aims to assess SM addiction and its associated factors in medical students and to examine its relationship with dimensions of personality global self-esteem, and social self-esteem.

Materials and methods

We carried out a cross-sectional study among a sample of medical students in the region of Sfax in Tunisia. Social Media Addiction Scale-Student Form (SMAS-SF), Big Five Inventory, Rosenberg Self-Esteem Scale, and Social Self-Esteem Inventory were used to collect data.

Results

Overall, 116 medical students were included in the survey. The median age of the participants was 26 years, and 91 students (78.4%) were female. Almost half of them (55.20%) were enrolled in the third cycle. The most widely used SM was Facebook (98.3%). Students with the highest SMAS-SF scores had a significantly younger age of first use (p=0.011, r=-0.235), spent more time on their favorite SM (p=0.005, r=0.260), and performed more activities on SM, namely: making comments (p=0.005), browsing SM profiles (p=0.018), and posting videos (p=0.007) or pictures (p=0.002). The need to establish an identity was significantly associated with higher SMAS-SF scores (p=0.011). We also found that neuroticism and a low level of conscientiousness were linked to high SMAS-SF scores (p=0.006, r=0.252 and p=0.050, r=-0.183, respectively). Moreover, high SMAS-SF scores were significantly related to lower global and social self-esteem scores (p=0.015, r=-0.226 and p=0.032, r=-0.199, respectively).

Conclusion

Our results highlight the critical need to take into consideration the evaluation and intervention of self-esteem and personality dimensional issues to target interventions for SM addiction among medical students.

The Relationship Between Loneliness and the Overuse of WeChat Among Chinese Elderly: The Chain Mediation Role of Sensation Seeking and Fear of Missing Out

Background

With the advent of new media technology, WeChat, as China's largest social networking platform, has significantly impacted people's lives. Growing concerns exist about social media usage, particularly regarding mental health issues stemming from problematic smartphone use. However, limited research has explored the relationship between social media usage and mental health among older adults in China, particularly the mechanisms influencing this relationship. This study addresses this gap by investigating the relationship between excessive WeChat use and loneliness among older adults, examining the mediating roles of sensation seeking and fear of missing out (FoMO).

Methods

To clarify the intermediary role of sensation seeking and FoMO in the relationship between elderly loneliness and problematic phone use, this study employed the loneliness scale, brief sensation seeking scale, the scale of FoMO and WeChat overuse scale in a questionnaire survey on the Chinese elderly aged 55 to 89 (N=913). A chained mediation model was constructed, with descriptive statistics, Pearson correlation analysis, and mediation effect tests performed.

Results

The results indicate that the relationship between loneliness and excessive WeChat use among Chinese elderly is mediated by sensation seeking and FoMO.

Conclusion

The findings reveal that loneliness, sensation seeking and FoMO and problematic mobile phone use (WeChat) are interconnected; (ii) sensation seeking and FoMO are the two important intermediary mechanisms between loneliness and problematic mobile phone use; and (iii) sensation seeking and FoMO can act as mediators in the relationship between loneliness and problematic mobile phone use among the elderly. In the difference test of demographic variables, it was found that women had more WeChat overuse behavior than men, and urban residents demonstrated significantly higher levels of overuse than their township residents. The study has revealed the psychological mechanism between loneliness and problematic mobile phone use among the elderly, which provides guiding suggestions for the prevention and intervention of such behaviors in the elderly.

Selfie-Evaluation: A Meta-Analysis of the Relationship Between Selfie Behaviors and Self-Evaluations

The "selfie" phenomenon shaped the past two decades, yet there is inconsistent evidence concerning the relationship between selfie behaviors and self-evaluations. This meta-analysis investigates the relationship between selfie taking, editing, and posting behavior and general and appearance-specific self-evaluations. The results reveal that selfie taking and posting are related to positive appearance-specific self-evaluations. In contrast, selfie editing is related to negative self-evaluations both generally and specific to appearance. Gender and age did not moderate these relationships, but methodological factors did, suggesting these relationships depend on factors, such as how selfie behaviors are measured and study design. We interpret these findings through the lens of prominent social psychological theories and conclude with suggestions to guide future research.

The effect of personality traits on over-the-top service use and binge-watching

With the freedom to consume content on preferred devices at any time as long as there is an Internet connection, the growing demand for over-the-top (OTT) services is evident. In conjunction with the rise of OTT services, binge-watching has become a prevalent behavior. In this research, we explore whether personality traits including the Big Five and need for cognition wield an effect on OTT use and binge-watching. We used a large, diverse, population representative sample from South Korea to investigate this topic. Results indicated that openness to experience and need for cognition were positively related to OTT use. Openness to experience, emotional stability, conscientiousness, and need for cognition had a negative association with binge-watching. When the sample was split by OTT frequency, the binge-watching effects were obtained exclusively for daily OTT users. For non-daily OTT users, most of the personality traits did not exert an effect on binge-watching. Implications of the current findings as well as limitations and future research are presented.

Psychometric testing of the 10-item perceived stress scale for Chinese nurses

BACKGROUND

Nurses bear a lot of stressors at work. The 10-item Perceived Stress Scale (PSS-10) is a widely used self-reported scale for measuring the global perception of stress. However, there is a lack of use of the PSS-10 in Chinese nurses. This study aimed to test the psychometric properties of the PSS-10 among Chinese nurses.

METHODS

A total of 708 Chinese nurses completed the PSS-10, the Big Five Inventory (BFI), and the Depression Anxiety and Stress Scale (DASS). Confirmatory factor analysis (CFA) tested the factor structure of the PSS-10. Cronbach's α and test-retest correlation examined the scale reliability. Pearson correlation and hierarchical regression analyses tested the convergent, discriminant and criterion validity of the PSS-10.

RESULTS

CFA revealed that a two-factor model fits the structure of the PSS-10 in Chinese nurses (χ2/df = 6.25, p < 0.001; comparative fit index [CFI] = 0.94, non-normal fit index [NNFI] = 0.92, Tucker-Lewis index [TLI] = 0.91, root mean square error of approximation [RMSEA] = 0.08, standardized root mean square residual [SRMR] = 0.05). The scale demonstrated adequate internal consistency (α = 0.86) and test-retest reliability (r = 0.66, p < 0.001), satisfactory convergent and discriminant validity with relations to Big Five personalities, as well as good criterion validity such that the PSS-10 score could explain incremental variance in predicting anxiety, depression and stress.

CONCLUSIONS

Our findings suggest that PSS-10 is a reliable and valid measure of perceived stress among Chinese nurses and can be used in future research and practice on stress management and coping in Chinese nurses.

Moral foundations are better predictors of belief in COVID-19 conspiracy theories than the Big Five personality traits

Upon the sudden outbreak of COVID-19 pandemic, various conspiracy theories regarding the virus proliferated in the social media. This study focused on the sociodemographic, personality, and moral predictors of these beliefs. More specifically, we asked whether moral values predict belief in COVID-19 conspiracy theories over and above sociodemographic variables and the Big Five personality traits. According to Moral Foundations Theory, five cross-cultural moral foundations are more broadly categorized under individualizing (Care & Fairness) and binding (Loyalty, Authority, & Sanctity) foundations. A sixth moral foundation was Liberty which we included along with binding and individualizing foundations. Participants were 227 Iranians (mean age = 31.43, SD = 12.61, 75.3% female) who responded to Moral Foundations Questionnaire and Liberty items, a range of COVID-19 conspiracy beliefs, and the 10-Item Personality Measure of the Big Five. Among demographic variables, religiosity and socioeconomic status were the strongest determinants of conspiracy beliefs regarding the origin of Coronavirus. Among the Big Five, only extraversion predicted these beliefs in a positive direction. Moral foundations, most notably Authority and Sanctity, showed incremental predictive power over both demographic variables and the Big Five personality traits. Findings are discussed in light of the role of social media in dissemination of conspiracy beliefs regarding the pandemic. They point to the more relevance of moral foundations, particularly binding foundations, than the Big Five in the context of pandemic-related conspiracy beliefs, and add to the literature on the unique contribution of moral foundations to socio-political attitudes across cultures.

The relationship between self-cohesion and smartphone addiction: the mediating role of rejection sensitivity

Background

The increasing use of smartphones with attractive applications has yielded concerns over problematic overuse, also called smartphone addiction, thus creating a need to investigate the antecedents and pathways of this addiction.

Objective

The aim of this study was to investigate the relationships between the self-cohesion dimensions of presence and consistency and smartphone addiction, and the potentially mediating role of rejection sensitivity.

Methods

A total sample of 910 respondents (58% females, mean age = 34.9, SD = 13.6) participated in the study. They completed a questionnaire including demographic characteristics and queries about frequency and duration of smartphone use, as well as the Self-Cohesion Scale, the Short Version of Smartphone Addiction Scale, and the Rejection Sensitivity RS-Adult Questionnaire. Structural equation modeling was used to examine the relationships in question.

Results

The findings indicated that smartphone addiction was positively correlated with rejection sensitivity and negatively correlated with the self-cohesion dimensions of presence and consistency. Further, both presence and consistency were negatively associated with smartphone addiction and rejection sensitivity negatively mediated these relationships.

Conclusion

Self-cohesion and rejection sensitivity appear to be important predictors of smartphone addiction. Efforts to counteract smartphone addiction should, therefore, endeavor to increase smartphone users' self-cohesion and reduce their rejection sensitivity.

The association of childhood maltreatment with Internet addiction: the serial mediating effects of cognitive emotion regulation strategies and depression

OBJECTIVES

Childhood maltreatment, cognitive emotion regulation strategies (CERSs), and depression can be important in adolescents' Internet addiction. The current study aims to investigate the direct effect of childhood maltreatment on Internet addiction and its indirect effects via CERSs and depression.

PARTICIPANTS AND SETTING

4091 adolescents (age M = 13.64, SD = 1.59; 48.9 % males) were recruited from a public school in China.

METHODS

In a cross-sectional design, participants completed the Childhood Trauma Questionnaire-Short Form (CTQ-SF), the Cognitive Emotion Regulation Questionnaire-Short version (CERQ-Short), the Self-Rating Depression Scale (SDS), and the Internet Addiction Test (IAT). A latent structural equation model was used to test the hypotheses.

RESULTS

After controlling for age, childhood maltreatment was directly associated with adolescents' Internet addiction (β = 0.12, p < 0.001). Meanwhile, the serial mediating effect via maladaptive CERSs and depression was 0.02 (95 % CI [0.01, 0.04]), and via adaptive CERSs and depression was 0.001 (95 % CI [0.0004, 0.002]), demonstrating significant serial mediating role of CERSs and depression in this relationship. No gender difference was observed.

CONCLUSIONS

The findings suggest that maladaptive CERSs and depression can be potential mechanisms relating childhood maltreatment to adolescents' Internet addiction, while adaptive CERSs can be a less influential factor for reducing Internet addiction.

Interaction through social media: Development and validation of a social network site self-efficacy scale (SNS-SES)

Today, more than ever before, awareness of our ability to interact with others through and use social network sites (SNSs) is of fundamental importance, in light of the fact that we are connected to the Web 24 h a day, 7 days a week. Studies of social media in recent decades have shown that self-efficacy is one of the key variables affecting individual online behavior. The general aim of the studies presented here was to develop and validate a new self-report scale measuring self-efficacy in SNS use (an SNS self-efficacy scale, or SNS-SES). Across two studies, a total of 1295 Italian adolescents and adults (ages 15 to 89; M = 38.21, SD = 15.6) participated. The SNS-SES consists of 24 items assessing four factors of self-efficacy in SNS use: task-oriented/technological, task-oriented/social, interpersonal, and emotional. Exploratory and confirmatory factor analyses showed a clear factorial validity of this stable four-factor solution.

Exploring users' content creation and information dissemination behavior in social media: The moderating effect of social presence

Users' personality traits reveal different social media behavior characteristics. In order to explore the intrinsic relationships between personality traits and social media behavior, this study analyzes the influence of users' personality traits on social media content creation and information dissemination behavior, as well as the moderating effect of social presence. We collect users' personality data via questionnaires, crawl social media behavior data of samples from social media sites, and then establish regression models to test the research hypotheses. The results show that extraversion has a positive impact on content creation and information dissemination behavior, conscientiousness has a negative impact on content creation behavior, openness and agreeableness have no significant impact on social media behavior, and social presence has significant moderating effects on the relationships between personality traits and social media behavior.

The Intersection of Personality Traits and Social Media Usage: Large-Scale Representative Samples of Internet Users in Sweden

This paper aims to explore the relationship between the Big Five model of personality traits and social media usage in a Swedish context. The paper consists of three representative studies of the Swedish population in the age range 16 to 85. In Study 1 (N = 6542), the Big Five personality factors were measured by HP5i. In Study 2 (N = 3322) and Study 3 (N = 3302), the Big Five personality factors were measured by BFI-10. Different personality inventories and time periods for data collection were the basis for the breakdown of the studies. In all three studies, social media usage was measured by a self-reported estimation of frequencies. For each study, correlation matrixes between the study variables were first presented, followed by hierarchical regression analyses to test if personality factors predicted internet users’ social media usage. Gender and age were control variables. Over and above the effects of gender and age, all three studies found that social media usage is positively associated with extraversion. The first two studies also found that social media usage is associated with a high degree of openness to experiences and a low degree of conscientiousness. The reliability of the findings is strengthened through different personality inventories, large-scale representative samples of the Swedish population, and replications over time. However, since personality and social media usage vary between different cultures and time periods, caution should be taken in generalizing the results.

The use of social media as a two-way mirror for narcissistic adolescents from Austria, Belgium, South-Korea, and Spain

The use of social networking sites (SNS or social media) often comes with strong self-centered behaviors to promote self-appearance. The relationship between narcissism and social media use has intensively occupied scholars in the last decade, yet not much research has focused on, first, how the intensity of social media use (SNS use) is associated with narcissism through a self-centered appearance focused use of these SNS; and second, whether these associations are moderated or not by cultural differences of the country of origin in such a critical age of personality formation and (global) culturalization as the transition from pre-adolescence to adolescence. We performed a correlation and mediation analysis on a cross-sectional survey among Austrian, Belgian, Spanish, and South Korean adolescents (n = 1,983; Mage 14.41, 50.3% boys) examining the adolescents' daily usage of social media, their self-centered appearance focused behavior, and the reported narcissism. Findings show that a self-centered appearance focused use of SNS (SCA) moderates the association between SNS use and narcissism, especially for males from the three European countries. We have also particularly found that the years of use, number of friends and time spent in FB are associated with narcissism. Since SCA is defined in the study as narcissistic behavior in SNS, we argue that social media are part of the socialization process as both reinforcers and catalyzers of narcissism.

Influence of personality traits on online self-disclosure: Considering perceived value and degree of authenticity separately as mediator and moderator

The Chinese have been spending significantly more time on the Internet during post-pandemic time. When people are confined indoors, there is a greater need to construct an identity and socialize online. Personality traits and perceived value of the media are important factors that affect users' online self-disclosure. This study involved the construction of a mediation model and a moderator model to evaluate the influence of personality traits on self-disclosure on social media. Perceived value was regarded as the mediator while the degree of authenticity was regarded as the moderator. Using a quota sampling method, 1,075 Chinese netizens were surveyed in July and August 2021. The results showed that: (1) The depth of self-disclosure of subjects with extroverted personality was significantly higher than that of those with introverted personality, that is, personality traits affect the depth of self-disclosure; (2) perceived value plays a mediating role in online self-disclosure; (3) The degree of authenticity is a significant moderator in the relationship between personality and self-disclosure. In all, the results from this study contribute to our understanding of how personality traits affect perceived value of media and self-disclosure. This study tested the credibility and validity of the proposed model in the context of the recent COVID-19 pandemic lockdown in China, and the study is a novel approach in that area of research.

Relationship between personality traits and facebook addiction: A meta-analysis

Personality traits are important factors in determining online behaviors. Especially personality traits are linked with users’ behavior on Facebook. Despite the substantial quantity of studies conducted on the relationship between personality factors and Facebook addiction, researchers have yet to reach an agreement. This study sought to examine the relationship between personality traits and Facebook addiction. In this meta-analysis study, agreeableness, openness to experience and conscientiousness were negatively related to Facebook addiction. Loneliness, narcissism, impulsivity and shyness were significantly correlated with Facebook addiction. Meta analysis also found that geographical location, personality scales, Facebook addiction scales, publication status moderated the link between personality variables and Facebook addiction. The limitations and future directions are discussed.

Examining the Intention of Authorization via Apps: Personality Traits and Expanded Privacy Calculus Perspectives

By integrating the extended privacy calculus theory with the Big Five personality theory, this research proposes and validates a conceptual model in the context of mobile application (App) information authorization. It investigates the implications of each component of privacy costs, privacy advantages, and trust on users’ willingness to authorize their information, and explores how the five personality traits affect App users’ perceived benefits, privacy concern, and trust. Simultaneously, the links between prior negative experience and privacy concern as well as the final authorizing willingness were uncovered. We employed a questionnaire to collect 455 users’ data, and the partial least squares structural equation model (PLS-SEM) was used to test the hypotheses. The findings demonstrate that App users’ perceived benefits and trust have a positive impact on their privacy authorization intention, whereas privacy concerns negatively affect their disclosure willingness. Just as Extraversion and Agreeableness would make someone pay a heightened attention to the benefits, agreeable, neurotic, and conscientious users are more easily stimulated by privacy concern. Respectively, Agreeableness and Neuroticism affect users’ trust positively and negatively. Additionally, prior negative experience will trigger an individual’s privacy concern, which in turn hinders their willingness to authorize his/her information. All of the aforementioned can serve as a guide for App providers as they optimize the features of their products and services, implement the necessary privacy protections to alleviate users’ privacy concern, and boost users’ trust belief. More importantly, these results effectively demonstrate the significance of personal traits in the formation of users’ privacy perceptions.

Personality Traits of Croatian University Students with Internet Addiction

Specific personality traits may predispose individuals to various forms of addictive behaviors. This study aimed to investigate the association between personality traits of university students and Internet addiction (IA). A sample of 1051 university students was recruited from the largest university in Eastern Croatia. A structured anonymous questionnaire that included questions regarding students’ sociodemographic information and Internet usage patterns, the Young Internet Addiction Test and Big Five Inventory served as a research tool. The study revealed that 1.0% of the studied sample expressed severe IA while 24.6% of study participants expressed some signs of addiction. The IA was detected in 576 (80.0%) students who used the Internet mainly for social networking, in 30 (78.9%) students who mainly used it for online gaming, and in 153 (52.2%) students who mainly used it for university assignments (p < 0.001). Higher neuroticism, higher extraversion, and higher openness to new experiences were connected with IA in general (p < 0.001). Higher neuroticism, higher extraversion, and higher openness to new experiences were significantly associated with addictive behavior during social networking (p < 0.001). Higher extraversion and higher openness to new experiences were significantly associated with addictive behavior during Internet usage for university assignments (p = 0.025), while there were no significant associations between specific personality traits and addictive behavior during online gaming (p = 0.059). Personality traits must be taken into account while developing programs and implementing interventions for preventing IA in the university student population.

Post-Traumatic Stress Disorder and Coping Strategies Among People with HIV in Lira District, Uganda: A Cross-Sectional Study

Background

Post-traumatic stress disorder (PTSD) is the most commonly reported mental health consequence following traumatic events. However, little is known about how people with HIV cope with the PTSD burden in Lira city, northern Uganda.

Materials and Methods

This study was carried out in Lira District Health Centre IVs from February 10, 2022, to March 10, 2022. A facility-based cross-sectional study was employed among 390 people with HIV attending Lira Health Centre IVs. A consecutive sampling technique was used to select the sample size. Questionnaires were used to collect data. A binary logistic regression model was fitted to identify factors associated with independent variables, and AOR was employed to estimate the strength of association between independent and dependent variables.

Results

Results show that the estimated prevalence of PTSD was 254 (65.1%) and was higher among the females 191 (75.2%), those with no formal education 143 (56.3%), aged 40 years and above 121 (47.6%), and married 127 (50.0%). Results indicate that male respondents had a 51% reduced odds of developing PTSD burden compared to female respondents (AOR: 0.49; 95% CI: 0.30–0.81; P = 0.005). Individuals who did not use planning activities as a coping strategy had more than 2-fold increased odds of experiencing PTSD compared to those who planned activities (AOR: 2.43; 1.26–4.70; P = 0.008). Participants who did not have emotional support had close to 3-fold increased chances of developing PTSD compared to those who had emotional support (AOR: 2.94; 1.74–4.98; P ≤ 0.001). Participants who indicated they were not taking recourse to spirituality had more than 4-fold increased odds of experiencing PTSD compared to those who had spirituality (AOR: 4.40; 1.83–10.46; P = 0.001).

Conclusion

A considerable burden of PTSD among HIV clients attending health centre IVs in Lira District was notably higher and was associated with gender, planning activities, emotional support and spirituality. Early screening of PTSD among HIV clients is needed to alleviate the burden. There is also a need to include PTSD treatment services in the treatment programme of HIV care services in health centre IVs in Lira District.

To vaccinate or not to vaccinate!? Predictors of willingness to receive Covid-19 vaccination in Europe, the U.S., and China

Researcher teams around the globe including the "Project Lightspeed" are intensively working on vaccines to fight the Covid-19 pandemic. However, the availability of effective vaccines does not guarantee the vaccination willingness among the population. In spring 2021, we investigated the vaccination willingness and its potential predictors in representative online samples in nine countries (China, France, Germany, Poland, Russia, Spain, Sweden, U.K., U.S.). Of the 9,264 participants, 79.9% revealed Covid-19 vaccination willingness. The highest willingness was in the U.K., followed by Spain and China, the lowest in Russia. In most countries, the perception of governmental Covid-19 measures as useful and the use of television reports as Covid-19 information source positively predicted the willingness. Further factors such as demographic variables, mental and physical health status, evaluation of governmental communication, social media use, and general adherence to Covid-19 measures showed a country-specific predictive pattern. Recommendations how to increase the vaccination willingness are provided.

Influence of customer participation in new product development: the moderating role of social media

Purpose

The business environment is changing and so are the rules of doing business. Constant innovation is the key to win in this dynamic marketplace, so that the new ideas get converted into new marketable products quickly with the least possible mistake. One way to inculcate innovation is by the participation of customers in the new product development (NPD) process. Platforms like social media has provided an opportunity for firms to communicate, co-create and collaborate with customers. The present study aims to understand the customers' participation in three phases, namely idea generation, development and commercialization of the NPD process for its effectiveness.

Design/methodology/approach

With the help of review of existing literature, a theoretical model is proposed. This model is then empirically evaluated with data of 213 respondents using structural equation modelling (SEM). The respondents are majorly young social media users in India.

Findings

The results highlight that customer involvement is important in idea generation and commercialization phase of NPD process for its effectiveness. Also, the effectiveness of NPD process affects the financial performance of the firm. The use of social media is considered for its mediating role in NPD process effectiveness during the three phases. The results show that it has an effective role to play during the idea generation phase.

Originality/value

Consumers’ perspective concerning usage of social media for their participation in NPD is an unexplored area in general and in the Indian context in particular. To fill this research gap the present study is carried out.

Psychosocial Correlates of Excessive Social Media Use in a Hispanic College Sample

Excessive social media has emerged as a potential behavioral addiction with multiple consequences, especially in young adulthood (18-24 years). This study aimed to assess the relationship between excessive social media use, sociodemographics, and psychosocial constructs in a Hispanic college student sample. College students (n = 621; n = 456 females; n = 160 males) from a university located on the U.S./Mexico border completed a survey assessing sociodemographics, social media addiction, social media use, and psychosocial constructs (e.g., Internet motives, sensation seeking, and need for drama [NFD]). Descriptive analyses were conducted, as were two linear regressions assessing weekly social media use and social media addiction. Participants reported using social media an average of 20 hours a week (SD = 19.47). In addition, 57.9 percent of participants reported using social media once a day or more, whereas 15.1 percent met the social media addiction threshold. Weekly social media use was positively associated with NFD, socialization, and coping as motives while being negatively associated with age. Social media addiction was positively associated with NFD and coping while being negatively associated with age. Findings suggest that Hispanic college students evidence high social media use rates and may be using social media as an unhealthy strategy to deal with negative mood and daily problems. Furthermore, college students may be using social media as an avenue to engage in attention-seeking behaviors and manipulation of others. Prospective studies are warranted to assess these relationships temporally, as are intervention efforts aimed at reducing excessive social media use.

Exploration of the Relationships Among Narcissism, Life Satisfaction, and Loneliness of Instagram Users and the High- and Low-Level Features of Their Photographs

We examined the associations between the characteristics of Instagram users and the features of their photographs. Narcissism, life satisfaction, and loneliness were employed for user variables and the features at high- (content) and low-levels (pixel) were employed to analyze the Instagram photographs. An online survey was conducted with 179 university students, and their Instagram photographs, 25,394 in total, were collected and analyzed. High-level features were extracted using Computer Vision and Emotion Application Programming Interfaces (APIs) in Microsoft Azure Cognitive Services, and low-level features were extracted utilizing the program written by the authors. The results of correlation analysis indicate that narcissism, life satisfaction, and loneliness were significantly associated with a part of photograph features at high- and low-levels. The results of the predictive analysis suggest that narcissism, loneliness in total, and social loneliness could be predicted with acceptable accuracy from Instagram photograph features, while characteristics such as life satisfaction, family loneliness, and romantic loneliness could not be predicted. Implications of this research and suggestions for further research were presented.

Personality and Motives for Social Media Use When Physically Distanced: A Uses and Gratifications Approach

This paper explores individuals’ motives for using social media when living under ‘social distancing’ conditions imposed during the COVID-19 pandemic, where they were instructed to physically distance from other people. Adopting a ‘uses and gratifications’ approach, and using a previously established five-factor scale, we examine the relationship between individuals’ motives for using social media and their personality traits. Hundred and eighty-nine social media users living in the United Kingdom completed surveys assessing their motives for using social media and their personality. Our findings demonstrate that participants were generally motivated to use social media to ‘pass time’ and to ‘maintain relationships.’ Further, we find that those high in extraversion in particular use social media to ‘maintain relationships.’ By comparing our findings to previous studies where face-to-face interaction was not restricted, our findings indicate that individuals’ motives for using social media change when they are placed under physical distancing restrictions. We reflect on the potential application of our findings for others experiencing similar conditions, such as those working in remote locations, as well as the potential implications for living in a post-pandemic world with increased virtual ‘meetings’ using social media.

Associations Among the Big Five Personality Traits, Maladaptive Cognitions, and Internet Addiction Across Three Time Measurements in 3 Months During the COVID-19 Pandemic

The present study examined the longitudinal association among the Big Five personality traits, maladaptive cognitions, and Internet addiction during the COVID-19 pandemic. A total of 481 Chinese university students (247 men; mean age = 20.31 years) were surveyed three times (interval of 1 month) by using the Chinese version of the Big Five Personality Traits Scale, Maladaptive Cognitions Scale, and Internet Addiction Scale. The results of a cross-lagged panel analysis highlighted that (i) extraversion, agreeableness, conscientiousness, and openness were negatively associated with maladaptive cognitions and Internet addiction, whereas neuroticism was found to be positively associated with maladaptive cognitions and Internet addiction across time; (ii) associations among the Big Five personality traits, maladaptive cognitions, and Internet addiction were dynamic and bidirectional; and (iii) maladaptive cognitions played mediating roles in extraversion, agreeableness, conscientiousness, openness, and Internet addiction across time. The Big Five personality traits, maladaptive cognitions, and Internet addiction predicted each other across time, and maladaptive cognitions were likely to be the key mediating factor in the associations between the Big Five personality traits and Internet addiction, which supported and expanded the Davis’ cognitive–behavioral model.

The Relationship between Achievement Motivation and Job Performance among Chinese Physicians: A Conditional Process Analysis

Background

To explore the relationship between achievement motivation and job performance among physicians, this study investigated the impacts of different personality traits on job performance among the physicians.

Methods

This cross-sectional study was conducted in 2017 and 1,523 physicians from eight tertiary grade A hospitals in Harbin, China. The type of data collected included the achievement motivation of the physicians, job performance, organizational commitment, personality traits, and other demographic variables. To assess and compare the demographic data, independent t-test and ANOVA were applied. Further, Pearson correlation coefficients were used to evaluate the correlation among the variables. Moderated mediation analysis was performed to test the correlation among the job performance, achievement motivation, organizational commitment, neuroticism, extraversion, openness, agreeableness, and conscientiousness.

Results

Achievement motivation directly influences job performance and organizational commitment partially mediates the direct effects of achievement motivation on job performance. Additionally, our findings demonstrated that agreeableness and conscientiousness moderate the strength of the relationships between achievement motivation and job performance mediated by organizational commitment.

Conclusion

We propose that hospital managers should pay attention to the personal growth of the physicians and improve their organizational commitment via creating a positive working climate and training for career planning and education. Moreover, managers should identify conscientiousness and agreeableness individuals and increase their responsibilities geared towards improving the performance of the organization.

Emptiness Mediates the Association Between Pathological Narcissism and Problematic Smartphone Use

The few studies that examined the association between narcissism and problematic smartphone use found mixed results. Moreover, the empirical examination of psychological mechanisms for this link is lacking. This study investigated the relationships between pathological narcissism, emptiness and problematic smartphone use. Participants included 278 young Israeli adults (159 males; Mage = 26.21) who completed a battery of self-report questionnaires. Our results show that narcissistic grandiosity, vulnerability and emptiness were positively related to problematic smartphone use. Importantly, emptiness mediated the relationships between pathological narcissism and problematic smartphone use. These findings highlight the mediating role of emptiness experience in the associations between pathological narcissism and problematic smartphone use and lend empirical support to the importance of the emptiness experience for compensatory behaviors such as heavy and compulsive smartphone usage by the pathological narcissist.

Willingness to information security as a function of personality characteristics and threat assessment among adolescents

Purpose

The study focuses on adolescents and the influence the big five great personality traits – extroversion, agreeableness, neuroticism, openness to experiences and conscientiousness – on self-disclosure. These personality traits, combined with the ability to cope with stress, determine the degree of threat felt by an individual towards their information, their evaluation of their personal ability to keep their information secure, and their willingness to secure information.

Design/methodology/approach

Five questionnaires relating to the big five personality traits, self-disclosure, cognitive assessment, self-efficacy and IS awareness were distributed among 157 adolescents.

Findings

Readiness for IS. Furthermore, the study showed that the more ostentatiousness, agreeable, goal oriented and open the subjects are, the lower they will evaluate the threat to their information. A relationship was also revealed between the subjects' agreeableness, goal orientation and their information threat assessment. It was also found that the more extroverted, agreeable, conscientious and the more inclined to self-disclosure, the higher they evaluate their self-ability to handle threats to their information.

Originality/value

For IS behavior to become second nature to adolescents they must first be educated and trained to do so. Knowing what motivates them and, on the other hand, what hinders them, to practice IS can help build training models for teachers which may be adapted according to their personal traits, thus getting the most out of such programs.

WeChat relationships maintenance behavior and social entrepreneurial intention under conditions of dual narcissism: the mediating role of social capital

Purpose

As social networking sites (SNSs) gain popularity, they are being widely used by entrepreneurs to obtain social capital to carry out business ventures. However not all SNS usage behaviors promote entrepreneurship. Only when individuals actively participate in SNSs relationship maintenance behaviors they can obtain resources that are conducive to promoting social entrepreneurship. The aim of this study is to explore the role of WeChat relationship maintenance behavior (WRMB) on social entrepreneurial intention (SEI) with dual narcissism as an essential antecedent that affects SNS use.

Design/methodology/approach

Based on dual narcissism theory and the theoretical framework that networking is a critical skill and activity for the success of social entrepreneurship, this study proposes a serial mediation model that explores the formation of SEI. This study collected data from a sample of 275 MBA students in China and applied multiple regression and confirmatory factor analysis techniques to test the research model.

Findings

The results reveal narcissistic admiration (NA) is positively associated with WRMB, while narcissistic rivalry (NR) is negatively associated with such behavior. And the positive impact of NA on SEI can be explained by WRMB and social capital paths, while the negative impact of NR cannot.

Originality/value

This research is the first application of dual narcissism in the field of SEI, which provides a new way to explain the antecedents of SEI under the social network. The findings provide an effective reference path for social entrepreneurship education in universities and educational institutions and enlighten the correct distinction between dual narcissism in entrepreneurial psychological consultation.

Personality traits and bricolage as drivers of sustainable social responsibility in family SMEs: A COVID‐19 perspective

Motivated by the social and environmental challenges resulting from the COVID‐19 pandemic, this research examines the influence of the “big five” personality traits; extroversion, agreeableness, openness, conscientiousness, and neuroticism on sustainable social responsibility with a mediating role of bricolage. We collected empirical evidence from 245 family‐owned SMEs. The results indicate that the personality traits do not directly influence sustainable social responsibility, although the traits (except extroversion) influence bricolage. Moreover, we found that open, conscious, and agreeable personalities indirectly contribute to sustainable social responsibility, with bricolage as a mediator. Our findings encourage enterprises to focus on those personality traits during crises (especially COVID‐19) that empower people to effectively manage existing resources (e.g., bricolage) and protect their stakeholders. Family‐owned SMEs need to assign resource utilization tasks to family members having personalities of openness, conscientiousness, and neuroticism because these kinds of people have high capacities for bricolage.

The Moderating Effects of Young Adults' Personality Traits on Social Media Immersion

Young adults are currently among the heaviest users of Internet-based social media applications. The goal of this study was to develop and empirically validate a conceptual model to test associations between students’ attitudes toward social media and their experiences in social media use and immersion. Participants were 9,633 students (average age 16 years; 4,702 males, 4,931 female) who randomly selected from 150 high schools in Taiwan. Participants completed questionnaire surveys describing their attitudes toward social media, immersion experiences, and Big Five personality traits. Structural equation modeling was used to determine factors that predicted and moderated social media immersion. The results of this study highlight the impact that specific personality traits have on the connections between attitudes toward social media and the immersion young adults experience when engaged with social media platforms. These findings suggest that schools and families should establish guidelines to protect young adults from excessive immersion in social media usage, ensure the safety of online environments for this user group, and inform youth regarding the proper use of social media.

Personality and emerging adults' friend selection on social networking sites: A social network analysis perspective

Personality affects how emerging adults select friends and how they are selected on social networking sites (SNSs). Big Five personality traits and frequency of contacts on SNSs were collected from 160 college freshmen (M = 18 years) under a round-robin design over 2 months. Using social network analyses, we examined how personality and dyadic similarity affect online friend selections among new acquaintances. Our results show that people with high extraversion, neuroticism, and agreeableness and low openness selected more friends, verifying both the social enhancement hypothesis and the social compensation hypothesis. People with low extraversion, conscientiousness, and neuroticism and high openness were selected as online friends more often. Only openness dissimilarity had a salutary effect. We discuss the role of personality in social networking friend selection.

An exploration of the leadership strategies of Facebook community leaders

Purpose

Understanding leadership in newly created online social spaces, such Facebook communities, is an important new area of study within leadership research. This study explores an existing leadership model in offline environments by analyzing leadership strategies used by Facebook community leaders.

Design/methodology/approach

By using both quantitative and qualitative methods, data were collected through a survey from 94 Facebook community leaders about their leadership strategies.

Findings

Findings show that the framework of leadership behavior in offline groups can also be observed in Facebook communities. The content analysis of the open-ended questions reveals new categories reflecting unique leadership strategies in online environments. Leaders that participated in the study focused on strategies of content and team management, provided their groups with relevant content and personal stories to engage their members and strived to lead both offline and online-related social spaces to build a sense of community.

Originality/value

The growing number of Facebook community leaders and their key role in social media communities raise new questions about their position in light of what is already known about traditional leadership. Since social media occupies a central place in almost every aspect in everyday life, understanding the way that leaders manage these online communities is ever more important, and it can lead to an advancement in online communications.

Peer review

The peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-01-2020-0034.

The Relationships Among Autism Spectrum Disorder Traits, Loneliness, and Social Networking Service Use in College Students

This study aimed to explore the relationships among autism spectrum disorder (ASD) traits, loneliness, and social networking services (SNS) use. We created a questionnaire to evaluate manners during LINE use, which included five factors: "low literacy," "inactive use," "low responsiveness," "lack of consideration," and "low group activity." Structural equation modeling revealed that difficulties in attention switching and low communication skills were associated with low literacy, low social skills were associated with inactive use, and low literacy and inactive use were associated with loneliness. We suggested that SNS use plays a role in maintaining and enhancing friendships, whereas college students with higher ASD traits tend to use inappropriate manners for SNS, which is associated with loneliness.

Who Watches Live Streaming in China? Examining Viewers' Behaviors, Personality Traits, and Motivations

With millions of viewers globally, live streaming is a new social media that can deliver video content in real time and with many social interaction functions. Our research aims to understand the personality traits and the motivations of active live streaming viewers as well as their user behaviors in the general population in China. Our results indicate that extraversion was negatively associated with live streaming use, while openness was positively associated. The main motivations to watch live streaming were social interaction, information gathering, and entertainment, and they were associated with different frequencies of use and genre selection. Financial tipping behavior was positively associated with social interaction. Furthermore, motivations mediated the effects of personality traits on live streaming use. People high in openness were more likely to be motivated to chat by information needs. Among extraverts, those who were more social watched fewer streams. We demonstrated that personality traits and motivations can jointly predict live streaming use. The current study not only provides the first evidence of live streaming use with personality traits and motivations but also expands the perspective on individual difference with the mediation analysis. Practically, the person-situation joint interpretation can give industry a clear indication on how to design personalized user experience for people with different personality traits and motivations.

Fear of Missing Out and Personality as Predictors of Social Networking Sites Usage: The Instagram Case

With the exponential increase in the number of social networking sites (SNS) users, there is also a significant shift in the popularity of these SNS. Moreover, fear of missing out (FOMO) is often blamed for the growth in SNS addictive tendencies. The current research examines the influence of FOMO and Big 5 personality traits on SNS attitudes, usage, and addictive tendencies in the context of an increasingly popular SNS - Instagram. Participants completed online questionnaires that assessed their personality traits and then be-friended one of the researchers on Instagram, which provided the actual Instagram activity data (e.g., total number of Instagram posts, total number of likes, etc.). Hierarchical regression results showed that personality factors explained significant amounts of variance in terms of attitude towards Instagram, number of likes, total number of Instagram posts since account inception, and social media addictive tendencies. Furthermore, FOMO had a significant positive effect on attitude toward Instagram, the total number of Instagram accounts that respondents followed, and social media addictive tendencies.

Readiness for information security of teachers as a function of their personality traits and their assessment of threats

Purpose

This study examines the impact of personality traits on the degree of challenge experienced by individuals with respect to the threat on their information, the evaluation of their self-efficacy to secure the information and hence, their readiness to secure information.

Design/methodology/approach

The study's population consisted of 157 teachers from various educational institutions across Israel. We used five questionnaires to gather data.

Findings

Findings reveal a link between participants' personality traits, situation evaluation indicators and their readiness to secure information. Further, the greater subjects' information security awareness and familiarity with information security concepts, the better their application of the tools for securing information will be.

Originality/value

The importance of this research lies primarily in that it highlights the importance of individual differences while dealing with information security awareness. The findings constitute a theoretical and empirical basis for building tools toward guiding teachers to protect their information, as well as for devising educational and pedagogic programs for making a cultural change.

Factors Underlying Engagement in Facebook Support Groups of Female Infertility Patients

Women dealing with infertility issues may well undergo a long process of treatments and they are also likely to feel empty, defective, inadequate and worthless. Some of these women join online support groups in order to share their experiences, get information and ease their pain. One important positive phenomenon of the Internet is the advent of online support groups. These are designed to foster well-being and increased social interaction, and to offer 24/7 availability with no geographical restrictions. This study, comprising 191 female participants who answered an online survey, focused on closed Facebook support groups, the members of which were women undergoing treatments for infertility. The study examined to what extent the degree of engagement by these women in online support groups could be predicted by external factors (family status, social and family support, the importance of the group and the duration of membership) and internal factors (extroversion, openness to experience, subjective happiness and loneliness). Findings show that higher levels of engagement in such Facebook support groups are predicted by the external factors, including having a child, longer duration of membership in the group, family support and the strongest predictor, perception of the group as important. Findings also show that higher levels of engagement in these groups are predicted by internal factors extroversion and openness to experience, as was found in previous studies of other populations. Results and future research are discussed.

Predictors of Problematic Social Media Use: Personality and Life-Position Indicators

Given the preponderance of social media in our increasingly saturated media environments, there is a need for greater understanding of how personality traits and states can influence problematic social media use. This study examines whether contextual age indicators (life satisfaction, interpersonal interaction, social activity), the fear of missing out, and the Big Five personality traits are significant predictors of Facebook, Instagram, and Snapchat addictions. A survey of 337 college students reveals that greater social activity is a positive predictor of addiction to Snapchat. Another significant finding is a positive relationship between social media addiction and the fear of missing out, which explained the most variance in addiction scores for Snapchat (16%). An inductive analysis of open-ended responses indicated strong similarities between those who claimed that they were addicted to these social media apps and those said that they were not addicted. Both groups described largely similar usage patterns and media dependency, yet several users did not self-identify as addicted to social media. These patterns indicate that more research is needed to determine how social media users differentiate between normative, heavy, and addicted usage.